| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							38903c5737
							
						
					 | 
					
						
						
							
							Rename ref_sequence to label
						
						
						
						
						
						
					 | 
					
						2021-06-06 00:03:15 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							035162bd8d
							
						
					 | 
					
						
						
							
							Fix position weight matrix assignment
						
						
						
						
						
						
					 | 
					
						2021-06-05 20:40:13 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							02d20d4e72
							
						
					 | 
					
						
						
							
							Add reference sequence to each dataset instance
						
						
						
						
						
						
					 | 
					
						2021-06-05 20:34:59 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							f30fc31c29
							
						
					 | 
					
						
						
							
							Update README
						
						
						
						
						
						
					 | 
					
						2021-06-04 12:18:44 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							c9de0c8320
							
						
					 | 
					
						
						
							
							Add learning rate and l2 regularizer constants
						
						
						
						
						
						
					 | 
					
						2021-06-03 18:52:26 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							ccaa8484c7
							
						
					 | 
					
						
						
							
							Document read_dataset and process_input
						
						
						
						
						
						
					 | 
					
						2021-06-03 18:51:49 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							f8c1a54be3
							
						
					 | 
					
						
						
							
							Apply index-based encoding to the DNA sequence
						
						
						
						
						
						
					 | 
					
						2021-06-03 18:29:43 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							d34e291085
							
						
					 | 
					
						
						
							
							Generate a dataset from the TFRecords files
						
						
						
						
						
						
					 | 
					
						2021-06-01 23:06:25 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							220c0482f1
							
						
					 | 
					
						
						
							
							Move hardcorded data to a constants module
						
						
						
						
						
						
					 | 
					
						2021-06-01 19:27:10 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							44ff69dc9e
							
						
					 | 
					
						
						
							
							Document the preprocessing module
						
						
						
						
						
						
					 | 
					
						2021-06-01 18:46:17 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							5ac81c049f
							
						
					 | 
					
						
						
							
							Change BASES constant to a local variable
						
						
						
						
						
						
					 | 
					
						2021-06-01 18:34:29 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							ad49e598db
							
						
					 | 
					
						
						
							
							Update gitignore
						
						
						
						
						
						
					 | 
					
						2021-06-01 18:27:16 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							16c01afbe7
							
						
					 | 
					
						
						
							
							Create a dataset and write it to TFRecords files
						
						
						
						
						
						
					 | 
					
						2021-06-01 18:26:13 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							59aa61112e
							
						
					 | 
					
						
						
							
							Create a basic CNN model
						
						
						
						
						
						
					 | 
					
						2021-05-31 20:02:44 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							731b76a0af
							
						
					 | 
					
						
						
							
							Remove redundant modules
						
						
						
						
						
						
					 | 
					
						2021-05-31 20:00:43 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							e957e714e6
							
						
					 | 
					
						
						
							
							Replace tensorflow-io with biopython
						
						
						
						
						
						
					 | 
					
						2021-05-31 12:30:57 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							6201e35e99
							
						
					 | 
					
						
						
							
							Document the data parsing function
						
						
						
						
						
						
					 | 
					
						2021-05-11 20:41:54 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							34fefed3ed
							
						
					 | 
					
						
						
							
							Add literate programming notebook
						
						
						
						
						
						
					 | 
					
						2021-05-06 20:44:22 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							eb072836a1
							
						
					 | 
					
						
						
							
							Parse a FASTQ file into a Tensor
						
						
						
						
						
						
					 | 
					
						2021-05-06 20:34:39 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							62fcf0974d
							
						
					 | 
					
						
						
							
							Add gitignore
						
						
						
						
						
						
					 | 
					
						2021-05-06 18:59:08 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							223bf16a8a
							
						
					 | 
					
						
						
							
							Add Tensorflow workarounds to shell.nix
						
						
						
						
						
						
					 | 
					
						2021-05-06 00:12:24 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							fba5578adc
							
						
					 | 
					
						
						
							
							Resolve dependencies with Poetry
						
						
						
						
						
						
					 | 
					
						2021-05-05 23:54:48 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							a4ba69feed
							
						
					 | 
					
						
						
							
							Change python version to 3.8
						
						
						
						
						
						
					 | 
					
						2021-05-05 23:54:20 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							38ea414b69
							
						
					 | 
					
						
						
							
							Change nixpkgs channel to unstable
						
						
						
						
						
						
					 | 
					
						2021-05-05 23:53:48 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							dd7386ff73
							
						
					 | 
					
						
						
							
							Pin dependencies with niv
						
						
						
						
						
						
					 | 
					
						2021-05-04 21:17:02 +02:00 | 
					
					
						
						
							
							
							
						
					 | 
				
			
				
					| 
						
					 | 
					
						
						
							
							
								
									
								
							
						
						
						
							
						
						
							5c30ede7d5
							
						
					 | 
					
						
						
							
							Initial commit
						
						
						
						
						
						
					 | 
					
						2021-02-17 18:06:14 +01:00 | 
					
					
						
						
							
							
							
						
					 |